Ivan Koh
Applied AI & Data Platform Engineer
I build and deploy data and AI systems that turn ambiguous workflows into reliable products.
Singapore
Now
Building and deploying applied AI and data systems for high-impact teams.
Ongoing Georgia Tech Masters of CS.
Training for a full marathon.
Diving deep into the Home Assistant ecosystem.
Interests
AI Systems/Data Platform Engineering/Long Distance Running
Selected Projects
View Allimage-captioning-project
PyTorchResearch implementation exploring transfer learning and attention mechanisms for applied computer vision.
detect-extract-synthesize
PythonEnd-to-end framework for extracting structured insights from visually rich business documents.
sg-data-analyst
PythonEarly reasoning-agent prototype for discovering datasets and answering analytical questions.